Dealing with missing data: Part I

Authors
Beata Walczak and D. Luc Massart
Published
2001
DOI
10.1016/S0169-7439(01)00131-9
Citation
Walczak and Massart: "Dealing with missing data: Part I", Chemometrics and Intelligent Laboratory Systems, 58, 15-27, 2001.
Abstract
The principles of the iterative approach to deal with missing data are presented and the performance of this approach in multivariate methods such as PCA, PCR, PLS and N-way is studied. Matlab codes for these analyses are appended.
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